English

Berry-Esseen bounds for the multivariate $\mathcal{B}$-free CLT and operator-valued matrices

Probability 2022-03-01 v2 Operator Algebras

Abstract

We provide bounds of Berry-Esseen type for fundamental limit theorems in operator-valued free probability theory such as the operator-valued free Central Limit Theorem and the asymptotic behaviour of distributions of operator-valued matrices. Our estimates are on the level of operator-valued Cauchy transforms and the L\'evy distance. We address the single-variable as well as the multivariate setting for which we consider linear matrix pencils and noncommutative polynomials as test functions. The estimates are in terms of operator-valued moments and yield the first quantitative bounds on the L\'evy distance for the operator-valued free Central Limit Theorem. Our results also yield quantitative estimates on joint noncommutative distributions of operator-valued matrices having a general covariance profile. In the scalar-valued multivariate case, these estimates could be passed to explicit bounds on the order of convergence under the Kolmogorov distance.

Keywords

Cite

@article{arxiv.2105.02044,
  title  = {Berry-Esseen bounds for the multivariate $\mathcal{B}$-free CLT and operator-valued matrices},
  author = {Marwa Banna and Tobias Mai},
  journal= {arXiv preprint arXiv:2105.02044},
  year   = {2022}
}

Comments

52 pages

R2 v1 2026-06-24T01:48:05.277Z